assimilate-popular-wor…
This skill should be used when the user asks to "find skills in the wild", "assimilate popular workflows", "discover SKILL.md files in repos", "research…
Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
$ npx -y skills add a5c-ai/babysitter --skill codebase-research --agent claude-codeHow it fires
How this skill gets triggered: by you, by Claude, or both.
/codebase-researchContext preview
The summary Claude sees to decide when to auto-load this skill.
Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents.
name: codebase-research description: Systematic codebase exploration following the Iron Law - understand the problem before exploring code. Four phases with file-finder and web-researcher agents. allowed-tools: Read, Write, Edit, Bash, Grep, Glob, WebFetch, WebSearch, Agent, AskUserQuestion graph: domains: [domain:software-engineering] skillAreas: [skill-area:agentic-loops, skill-area:orchestration-loop] workflows: [workflow:feature-development] topics: [topic:developer-experience] roles: [role:tech-lead, role:backend-engineer]
1. **Understand the request** - Ask clarifying questions one at a time (purpose, specifics, scope, constraints, context). Do NOT read any files until confirmed. 2. **Explore the codebase** - Use file-finder agent, read in order, trace data flows, identify constraints. 3. **Document findings** - Write structured research document to `docs/plans/YYYY-MM-DD-<topic>-research.md`. 4. **Transition** - Ask: plan, continue research, or conclude.
Invoke via babysitter process: `methodologies/rpikit/rpikit-research`
Enforce obedience on agentic workforces. Manage extremely complex workflows through deterministic, hallucination-free self-orchestration.
Repo: a5c-ai/babysitter
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